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demo / scikitlearnxgboostdemo / 0.1.0

scikit-learn-xgboost-demo

Royalty Free
No Tags
Language
Python 3.x
Metrics
API Calls - 28 Avg call duration - N/A
Permissions
The Algorithm Platform License is the set of terms that are stated in the Software License section of the Algorithmia Application Developer and API License Agreement. It is intended to allow users to reserve as many rights as possible without limiting Algorithmia's ability to run it as a service. Learn More
This is necessary for algorithms that rely on external services, however it also implies that this algorithm is able to send your input data outside of the Algorithmia platform.
This allows an algorithm to compose sophisticated functionality using other algorithms as building blocks , however it also carries the potential of incurring additional royalty and usage costs from any algorithm that it calls .

Run an Example

Input
Output
"hello [21.324844  17.661945  22.292759  22.126833  22.126833  14.305694
 14.328864  13.18115   13.981514  10.950183  13.18115   12.784767
 13.18115   15.337129  12.887625  14.712773  14.74363   15.308685
 13.869838  15.017552  17.181532  14.098187  16.236671  15.602228
 19.28818   18.279356  19.28818   16.46023   19.61236   16.841585
 12.36416   16.739609  18.716345  18.716345  14.607425  12.36416
 13.395595  16.739609  14.976858  14.279075  15.952949  13.502561
 13.205227  15.454467  12.813065  12.312876  13.521153  13.844499
 13.844499  15.803478  15.803478  16.718657  18.89512   20.434292
 17.01442   16.324478  20.65355   19.491472  16.757465  16.093452
 16.318392  18.640259  18.4892    15.934483  16.982405  13.484095
 16.598495  18.742184  20.91985   15.746117  15.1974325 17.218983
 17.218983  19.68958   18.843063  20.073236  18.2132    20.645924
 16.983025  19.270687  22.285046  20.84666   22.478588  22.805754
 19.464806  16.972004  16.588097  16.435625  16.111446  14.800826
 20.15224   20.15224   17.340553  15.131653  14.423564  16.22061
 16.14494   13.638781  18.6999    20.50276   18.663355  15.231779
 13.913316  17.25733   18.044033  16.123066  18.615868  18.615868
 17.10833   13.910828  11.821119  14.600767  13.526918  15.248292
 13.986518  12.955084  12.454896  12.955084  14.174443  12.955084
 15.285757  15.285757  14.831774  13.757924  15.803478  16.654692
 15.803478  13.757924  15.131653  16.469118  15.779179  15.426663
 16.500513  16.78733   16.78733   15.475791  14.7858515 14.401942
 14.7858515 14.7858515 14.7858515 18.62672   15.567159  16.860493
 21.511585  15.102484  15.102484  16.983025  16.983025  18.971123
 16.844082  16.983025  16.335499  20.221718  15.841816  15.057033
 13.668545  13.903857  13.256332  12.472324  13.248838  12.69688
 11.817495  14.043098  19.386461  11.223122  10.149272  10.149272
 12.215185  13.782414  16.530134  11.232436  11.106802   9.329586
  9.329586  13.596249   9.951956  12.6996765 11.242899  11.242899
 13.442143  11.242899  10.595373  10.595373   9.252701   9.67567
  9.67567    9.67567    8.730809   9.67567   13.181871  12.237011
 11.865784  14.329585  13.181871  11.639282  11.639282  10.595373
 10.595373  10.539433  10.595373  11.242899  10.298039   9.67567
 10.172405   9.650514   8.384726  10.722893  11.118936  13.569322
 12.399416  11.061612  10.199231  10.199231   9.252701  12.305196
 14.812906   9.252701  12.362519  15.179934  13.906616  13.25909
 15.750072  14.8535    13.378913  12.362519  13.879102  13.568796
 12.672224  12.305196  12.954562  15.065888  12.612042  11.491843
 11.992032  12.305196  12.701579  12.305196  12.362519  12.785488
 12.785488  12.488153  13.829396  12.884537  12.362519  11.246519
 13.406427  11.674801  12.61966   13.406427  11.491843  12.1966915
 11.674801  13.477662  11.491843  11.491843  11.549167  12.233822
 12.514319  12.789952  12.514319  13.119849  13.437477  13.437477
 13.804505  12.734011  11.866795  11.405766  11.964913  13.409963
 13.190271  13.69046   14.0574875 15.447915  11.802149  11.693038
 13.722696  13.933796  15.375518  15.875707  14.0574875 15.131337
 16.934198  12.838128  11.893268  12.540793  13.409963  12.465102
 14.386564  11.355446  12.54898   14.386564  14.886753  13.092335
 13.092335  12.909774  11.593687  13.409963  13.092335  13.092335
 13.092335  14.974645  14.32712   17.100418  16.851912  14.650032 ]"

Install and Use

Install

Install the Algorithmia CLI client by running: 

curl -sSLf https://algorithmia.com/install.sh | sh

Then authenticate by running:


          $ algo auth
# When prompted for api endpoint, hit enter
# When prompted for API key, enter your key: YOUR_API_KEY
CLI Install Docs

Use



    algo run demo/scikitlearnxgboostdemo/0.1.0 -d '"data://demo/scikit_housing_prices_demo/boston_test_data.csv" ' --timeout 300
CLI Docs